54 lines
1.8 KiB
Python
54 lines
1.8 KiB
Python
import os
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from typing import Callable, List, Literal
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import pytest
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# import monkeypatch
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from _pytest.monkeypatch import MonkeyPatch
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from qdrant_client import QdrantClient
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from unstructured.chunking.title import chunk_by_title
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from unstructured.partition.md import partition_md
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from weaviate.batch import Batch
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from weaviate.gql.get import GetBuilder
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from weaviate.schema import Schema
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from tests.integration_tests.model_runtime.__mock.openai_completion import MockCompletionsClass
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from tests.integration_tests.rag.__mock.qdrant_function import MockQdrantClass
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from tests.integration_tests.rag.__mock.weaviate_function import MockWeaviateClass
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def mock_weaviate(monkeypatch: MonkeyPatch, methods: List[Literal["get_collections", "delete", "recreate_collection", "create_payload_index", "upsert", "scroll", "search"]]) -> Callable[[], None]:
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"""
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mock unstructured module
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:param monkeypatch: pytest monkeypatch fixture
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:return: unpatch function
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"""
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def unpatch() -> None:
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monkeypatch.undo()
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if "delete" in methods:
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monkeypatch.setattr(Schema, "delete", MockWeaviateClass.delete_class())
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if "contains" in methods:
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monkeypatch.setattr(Schema, "contains", MockWeaviateClass.contains())
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if "add_data_object" in methods:
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monkeypatch.setattr(Batch, "add_data_object", MockWeaviateClass.add_data_object())
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if "do" in methods:
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monkeypatch.setattr(GetBuilder, "do", MockWeaviateClass.do())
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return unpatch
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MOCK = os.getenv('MOCK_SWITCH', 'false').lower() == 'true'
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@pytest.fixture
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def setup_weaviate_mock(request, monkeypatch):
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methods = request.param if hasattr(request, 'param') else []
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if MOCK:
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unpatch = mock_weaviate(monkeypatch, methods=methods)
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yield
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if MOCK:
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unpatch()
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